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Learning Automata and Stochastic Optimization
Taschenbuch von K. Najim (u. a.)
Sprache: Englisch

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Beschreibung
In the last decade there has been a steadily growing need for and interest in computational methods for solving stochastic optimization problems with or wihout constraints. Optimization techniques have been gaining greater acceptance in many industrial applications, and learning systems have made a significant impact on engineering problems in many areas, including modelling, control, optimization, pattern recognition, signal processing and diagnosis. Learning automata have an advantage over other methods in being applicable across a wide range of functions. Featuring new and efficient learning techniques for stochastic optimization, and with examples illustrating the practical application of these techniques, this volume will be of benefit to practicing control engineers and to graduate students taking courses in optimization, control theory or statistics.
In the last decade there has been a steadily growing need for and interest in computational methods for solving stochastic optimization problems with or wihout constraints. Optimization techniques have been gaining greater acceptance in many industrial applications, and learning systems have made a significant impact on engineering problems in many areas, including modelling, control, optimization, pattern recognition, signal processing and diagnosis. Learning automata have an advantage over other methods in being applicable across a wide range of functions. Featuring new and efficient learning techniques for stochastic optimization, and with examples illustrating the practical application of these techniques, this volume will be of benefit to practicing control engineers and to graduate students taking courses in optimization, control theory or statistics.
Inhaltsverzeichnis
Stochastic optimization.- On learning automata.- Unconstrained optimization problems.- Constrained optimization problems.- Optimization of nonstationary functions.
Details
Erscheinungsjahr: 1997
Fachbereich: Nachrichtentechnik
Genre: Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 220
Reihe: Lecture Notes in Control and Information Sciences
Inhalt: xii
207 S.
6 s/w Illustr.
207 p. 6 illus.
ISBN-13: 9783540761549
ISBN-10: 3540761543
Sprache: Englisch
Herstellernummer: 10554938
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Najim, K.
Poznyak, A. S.
Auflage: 1997
Hersteller: Springer-Verlag GmbH
Springer Berlin Heidelberg
Lecture Notes in Control and Information Sciences
Maße: 235 x 155 x 13 mm
Von/Mit: K. Najim (u. a.)
Erscheinungsdatum: 12.03.1997
Gewicht: 0,341 kg
preigu-id: 105295070
Inhaltsverzeichnis
Stochastic optimization.- On learning automata.- Unconstrained optimization problems.- Constrained optimization problems.- Optimization of nonstationary functions.
Details
Erscheinungsjahr: 1997
Fachbereich: Nachrichtentechnik
Genre: Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 220
Reihe: Lecture Notes in Control and Information Sciences
Inhalt: xii
207 S.
6 s/w Illustr.
207 p. 6 illus.
ISBN-13: 9783540761549
ISBN-10: 3540761543
Sprache: Englisch
Herstellernummer: 10554938
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Najim, K.
Poznyak, A. S.
Auflage: 1997
Hersteller: Springer-Verlag GmbH
Springer Berlin Heidelberg
Lecture Notes in Control and Information Sciences
Maße: 235 x 155 x 13 mm
Von/Mit: K. Najim (u. a.)
Erscheinungsdatum: 12.03.1997
Gewicht: 0,341 kg
preigu-id: 105295070
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